Litcius/Paper detail

Multi-Objective Optimization Scheduling Considering the Operation Performance of Islanded Microgrid

Mao Yang, Li Sun, Jinxin Wang

2020IEEE Access28 citationsDOIOpen Access PDF

Abstract

In recent years, with the increase of distributed generation (DG) penetration rate, the economic operation of microgrid (MG) has been fully developed, but the energy consumption system based on fossil energy has increased the contradiction of the economy, energy and environment. The process of accelerating the development and utilization of renewable energy are a new focus of social concern. This paper first analyzes the basic characteristics and related policies of the distributed power and demand response (DR) in MG, and introduces the evaluation index of the islanded microgrid. Then, established a multi-objective optimization scheduling model considering the operation performance of islanded microgrid. In model, considered the generation cost of microsources, environmental management cost and power supply reliability of MG, and selected different scene analysis and verification. Used the improved particle swarm optimization-exterior point method (IPSO-EPM) to solve the problem. When the constraint condition is included in the objective function, the problem of falling into the local extremum during planning is avoided as much as possible. Finally, an islanded microgrid is taken as an example to verify the rationality of the proposed model and the effectiveness of the algorithm.

Topics & Concepts

MicrogridComputer scienceScheduling (production processes)Job shop schedulingProcessor schedulingDistributed computingMathematical optimizationEmbedded systemComputer networkControl (management)Artificial intelligenceMathematicsRouting (electronic design automation)Resource (disambiguation)Microgrid Control and OptimizationSmart Grid Energy ManagementOptimal Power Flow Distribution